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Information Theory. A Tutorial Introduction

Originally developed by Claude Shannon in the 1940s, information theory laid the foundations for the digital revolution, and is now an essential tool in telecommunications, genetics, linguistics, brain sciences, and deep space communication. In this richly illustrated book, accessible examples are used to introduce information theory in terms of everyday games like ‘20 questions’ before more advanced topics are explored. Online MatLab and Python computer programs provide hands-on experience of information theory in action, and PowerPoint slides give support for teaching. Written in an informal style, with a comprehensive glossary and tutorial appendices, this text is an ideal primer for novices who wish to learn the essential principles and applications of information theory.

O‘zbekistonning eng yangi tarixi

Mazkur o'quv adabiyoti O‘zbekistonning mustaqillik davrida sodir bo'lgan ijtimoiy-siyosiy, iqtisofiy va ma'naviy-ma'rifiy jarayonlar hamda o'zgarishlarni, ushbu davrda ro'y bergan tarixiy voqeliklareni bevosita qamrab olgan

Generative AI on AWS Building Context-Aware Multimodal Reasoning Applications

This book—it has a great mix of all-important background/ theoretical info and detailed, hands-on code, scripts, and walk-throughs. I enjoyed reading it, and I know that you will too! Starting from the basics, you will learn about generative foundation models, prompt engineering, and much more. From there you will proceed to large language models (LLMs) and will see how to use them from within Amazon SageMaker.

Generative Deep Learning Teaching Machines to Paint, Write, Compose, and Play

This book is here to help you get your job done. In general, if example code is offered with this book, you may use it in your programs and documentation. You do not need to contact us for permission unless you’re reproducing a significant portion of the code. For example, writing a program that uses several chunks of code from this book does not require permission.

Getting Started with Docker

This is a Leanpub book. Leanpub empowers authors and publishers with the Lean Publishing process. Lean Publishing is the act of publishing an in-progress ebook using lightweight tools and many iterations to get reader feedback, pivot until you have the right book and build traction once you do.

Memory Thinking for C & C++ Linux Diagnostics

This full-color reference book is a part of the Accelerated C & C++ for Linux Diagnostics training course organized by Software Diagnostics Services www.patterndiagnostics.com). The text contains slides, brief notes highlighting particular points, and replicated source code fragments that are easy to copy into your favorite IDE.

Git Prodigy

This is a Leanpub book. Leanpub empowers authors and publishers with the Lean Publishing process. Lean Publishing is the act of publishing an in-progress ebook using lightweight tools and many iterations to get reader feedback, pivot until you have the right book and build traction once you do.

API Design for CDD

Interfaces are the most important code that you write because a problem with your interface is far more costly to fix than a bug in your implementation. For instance, an interface change may require all of the applications based upon your code to be updated, whereas an implementation-only change can be integrated transparently and effortlessly into client applications when they adopt the new API version. Put in more economic terms, a poorly designed interface can seriously reduce the long-term survival of your code. Learning how to create high-quality interfaces is therefore an essential engineering skill, and the central focus of this book.

Object-Oriented Analysis and Design for Information Systems

diagrams by using a syntactical approach, such as Miles and Hamilton (2006). There are also a significant number of books about development processes and management activities, such as Satzinger et al. (2011). However, there are relatively few books that go deep into the presentation of best practices that allow the effective application of object-oriented techniques in software development in the real world, especially if we consider the new generation of agile methods. This means that despite the vast literature in this area, many questions faced by developers are still left unanswered.

Modern Data Mining Algorithms in C++ and CUDA C

Serious data miners are often faced with thousands of candidate features for their prediction or classification application, with most of the features being of little or no value. Worse still, many of these features may be useful only in combination with certain other features while being practically worthless alone or in combination with most others. Some features may have enormous predictive power, but only within a small, specialized area of the feature space. The problems that plague modern data miners are endless.

More Exceptional C++

The Greek philosopher Socrates taught by asking his students questions—questions designed to guide them and help them draw conclusions from what they already knew, and to show them how the things they were learning related to each other and to their existing knowledge. This method has become so famous that we now call it the “Socratic method.” From our point of view as students, Socrates’ approach involves us, makes us think, and helps us relate and apply what we already know to new information.

Go Faster

This is a Leanpub book. Leanpub empowers authors and publishers with the Lean Publishing process. Lean Publishing is the act of publishing an in-progress ebook using lightweight tools and many iterations to get reader feedback, pivot until you have the right book and build traction once you do.

.NET MAUI Cross-Platform Application Development

.NET MAUI is a cross-platform technology developed by Microsoft. The inaugural edition of this book was authored using .NET 6. However, this second edition coincides with the diverse improvements initiated with the release of .NET 8. The latest .NET MAUI release predominantly seeks to enhance code quality. Simultaneously, updates have been made to the development environment that supports iOS and Android, upgrading to Xcode 15 and Android API 34 respectively.

Algorithmic thinking

For the novice tennis player, keeping the ball in the court is hard enough (especially from the backhand side). Only after months of practice, once the basic rallying skills have been mastered, does the sport and its addictive nature begin to reveal itself. You add to your repertoire more advanced tools—a slice backhand, a kick serve, a drop volley.

Go Design Patterns

This book is a comprehensive explanation and implementation of the most common design patterns from the Gang of Four and today's patterns plus some of the most idiomatic concurrency patterns in Go.

Good Code, Bad Code. Think like a software engineer

About this book. Good Code, Bad Code is a clear, practical introduction to writing code that’s a snap to read, apply, and remember. With dozens of instantly-useful techniques, you’ll find coding insights that normally take years of experience to master. In this fast-paced guide, Google software engineer Tom Long teaches you a host of rules to apply, along with advice on when to break them. Software development is a team sport. For an application to succeed, your code needs to be robust and easy for others to understand, maintain, and adapt. Whether you’re working on an enterprise team, contributing to an open source project, or bootstrapping a startup, it pays to know the difference between good code and bad code.